21 Dec
2012
21 Dec
'12
7:16 a.m.
Dear Scipy devs, 1) thanks for doing a great job in general! 2) Why is there a huge performance difference between scipy.fft and scipy.fftpack.fft? It apperars that scipy.fft == numpy.fft: In [4]: import numpy as np In [5]: from scipy import fft In [6]: from scipy import fftpack In [7]: d = np.linspace(0, 1e3, 1e7) In [8]: %timeit np.fft.fft(d) 1 loops, best of 3: 1.29 s per loop In [9]: %timeit fft(d) 1 loops, best of 3: 1.3 s per loop In [10]: %timeit fftpack.fft(d) 1 loops, best of 3: 651 ms per loop 3) On a related note - what's the best performing python fft library/wrapper out there? I take it from some google research I did that e.g. fftw cannot be used due to the GPL licence. Cheers, Paul